Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "29"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 29 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 241 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 226 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_15545/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 29, Node 1:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 0.00% 1.629537 -0.650903 0.376750 -0.234266 -0.328422 -0.402642 -0.025674 -0.219940 0.7477 0.7383 0.2332 3.280642 3.177512
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 18.28% -0.007810 -0.105182 -0.190111 0.314168 0.081615 -0.003315 -0.538301 0.120958 0.6703 0.6525 0.2033 3.669646 3.547728
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.381177 -0.948089 -0.501549 -1.142938 0.797133 -0.990263 2.144989 0.032230 0.0338 0.0304 0.0008 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% -0.542447 -0.955791 -0.451419 0.069881 -0.356647 -0.655592 -0.768586 -0.376792 0.5478 0.5538 0.2984 1.629824 1.569334
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% -0.168458 -0.460127 -0.026231 0.381900 -0.245946 -0.612160 -0.629610 -0.260025 0.5520 0.5534 0.2939 2.225092 2.154469
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 1.61% -0.664321 -0.780165 -0.047892 0.309548 -0.484225 -0.926966 -0.801281 -0.413418 0.6360 0.6182 0.2291 2.311367 2.114035
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 7.53% 1.027986 -0.836876 -0.463810 0.493948 -0.803359 -0.141721 -0.775304 -0.120169 0.7358 0.7051 0.1915 6.940102 5.027375
2459587 digital_ok 0.00% - - - 4.20% 0.00% -0.362493 -0.437587 -0.221372 0.371135 -0.641813 0.910880 -1.026341 -0.063663 nan nan nan 0.675490 0.715758
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 2.16% 41.08% -0.490085 -0.945237 0.076095 -0.808334 -1.093629 0.009787 -0.998258 -0.101621 0.5544 0.5601 0.2827 2.865008 2.669582
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.114408 -1.126182 -0.081897 -1.180785 1.055445 -0.689477 2.838845 1.185805 0.0331 0.0325 0.0011 0.000000 0.000000
2459584 digital_ok 0.00% 25.21% 24.01% 0.00% 34.13% 0.00% -0.533648 -0.079134 -0.159701 1.252550 -1.338845 1.039308 -0.852024 -0.673629 0.4909 0.4943 0.2902 1.367566 1.368552
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 4.84% -1.224623 -0.740777 -0.706436 -0.071746 0.452272 0.038136 -0.818268 0.044590 0.5433 0.5429 0.3088 1.597760 1.832197
2459582 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 291.746657 299.604664 inf inf 11599.432339 11538.610934 6077.724046 6056.965118 nan nan nan 0.000000 0.000000
2459581 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 3.76% -1.214238 -0.789146 -0.833639 0.162580 -0.246702 0.517628 -1.146048 -0.001253 0.5586 0.5602 0.3087 2.062990 2.022626
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 2.15% -0.836895 -0.577005 -0.746617 0.103010 0.688233 0.269301 -0.704735 0.249036 0.5549 0.5577 0.3114 1.949934 1.948173
2459578 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 8.11% -1.642930 -0.906975 -0.997992 -0.132352 0.555355 -0.128113 -0.857790 -0.412575 0.5593 0.5618 0.3073 1.910233 1.858292
2459576 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.231588 -0.748507 -0.802776 -0.403015 -0.143908 -0.488300 -0.670949 -0.293205 0.0636 0.0741 0.0097 1.205431 1.198996
2459575 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459574 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.105143 -0.482184 -0.861400 -0.583912 -0.616174 -0.062001 -0.892564 1.365359 0.0720 0.0907 0.0121 1.189964 1.189157
2459573 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459572 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.127977 -0.667356 -0.852198 -0.417885 0.177511 -0.713992 -0.458979 0.552309 0.0500 0.0584 0.0040 1.113984 1.110927
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.411096 0.259523 -0.817814 -0.044675 0.341570 0.194716 -0.677132 -0.104835 0.0355 0.0320 0.0022 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.096957 -0.745163 -0.835266 -0.336795 -1.286476 -0.628690 -0.982774 -0.670775 0.0667 0.0788 0.0060 1.208737 1.214752
2459566 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.411905 -0.474604 -0.627242 -0.052924 0.375125 0.278097 -0.731038 -0.476078 0.0685 0.0887 0.0141 1.098191 1.099197
2459565 digital_ok 0.00% - - - 100.00% 0.00% -0.301489 -0.301489 -0.301515 -0.301515 -0.686513 -0.686513 -0.816541 -0.816541 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% -1.167440 -0.292649 -0.713721 -1.543087 0.476374 -0.715986 -0.546819 -0.262226 0.7132 0.7082 0.3871 1.900998 1.772191
2459563 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459562 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459561 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459560 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 2.69% -0.932020 -0.400427 -0.285430 -0.918507 1.168290 -0.536634 -0.146901 -0.236075 0.7090 0.7066 0.3769 1.765663 1.679983
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 9.14% -1.116655 -0.448697 -0.843946 0.024840 0.570183 0.037606 -0.756787 -0.097695 0.7105 0.7044 0.3847 1.553456 1.603210
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0396 0.0360 0.0025 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 2.16% -1.112840 -0.615453 -0.802194 -0.139023 0.772013 -0.289219 -1.081577 0.156979 0.7119 0.7072 0.3803 1.601423 1.700934
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7013 0.6947 0.3996 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7116 0.7051 0.3903 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 95.14% -0.890228 -0.364598 -0.785669 0.875219 0.457899 0.607209 -0.820959 -0.418747 0.7200 0.7145 0.3838 7.387467 6.134736
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 1.08% -0.793666 -0.404528 -0.308154 -0.979789 1.368305 -0.639748 -0.197492 -0.036028 0.7095 0.7084 0.3840 1.821575 1.670511
2459550 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0351 0.0352 0.0018 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -1.334162 -0.836893 -0.912860 0.077660 0.976064 -0.750751 -0.736955 -0.220443 0.7108 0.7083 0.3915 1.910942 1.764942
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% -1.475817 -1.168559 -0.637656 1.384972 -0.582965 -0.682436 -0.848804 -0.402891 0.7647 0.7552 0.3450 1.847273 1.580451
2459541 digital_ok 0.00% 1.79% 1.79% 0.00% 21.88% 0.00% -1.342768 -1.197795 -0.363105 0.256733 0.070000 -1.022123 -1.143225 -0.756765 0.7561 0.7435 0.3191 1.579865 1.486846
2459540 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 5.93% 0.00% -1.886698 -1.806755 -0.670401 0.932730 0.893954 1.050819 -0.970389 -1.146347 0.7398 0.7354 0.4099 2.081932 1.899323
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 8.48% -0.955080 -0.686460 -0.062153 -0.835735 0.070178 -1.053395 -0.047419 0.011769 0.7849 0.7547 0.3656 2.216520 1.819147
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 2.23% -0.991531 -0.622486 0.082434 -0.882339 0.260389 -0.740271 -0.032202 0.018695 0.7771 0.7537 0.3533 1.976096 1.788983
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.54% -1.367800 -1.390291 -0.900189 0.422392 1.149447 -0.501914 -0.387017 0.629526 0.7218 0.7092 0.4015 1.681821 1.594633
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 11.67% -0.991676 -0.992731 -0.953170 0.339357 0.387953 -0.529221 -0.348979 0.292512 0.7217 0.7064 0.4034 1.997912 1.748503
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 1.18% -0.982953 -0.466628 -0.186970 -0.755781 0.891547 -0.546527 -0.111555 0.174572 0.7417 0.7243 0.3988 2.002207 1.849600
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.344926 -1.752418 -0.478539 0.362202 -0.811938 -0.102798 -0.543840 -0.303432 0.9056 0.9329 0.3040 0.000000 0.000000
2459523 digital_ok 0.00% - - - 22.45% 0.00% -1.488708 -0.936475 -0.771110 0.558958 -0.031869 0.225644 0.217899 0.011149 nan nan nan 2.514843 2.249690
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.902083 -0.876322 -1.070658 0.385315 2.705095 0.864558 1.055076 0.840460 0.6959 0.6479 0.3562 1.443175 1.530362
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.436228 0.304807 -0.972698 -0.546328 0.458443 0.293916 -0.630556 -0.132379 0.0351 0.0364 0.0020 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% -1.214961 -1.463973 -0.541822 -0.490779 -0.295049 -1.453846 -1.026388 -0.770236 0.9070 0.9355 0.2024 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.766005 -0.594286 -0.466392 -0.442712 0.855409 -0.687367 -0.527216 -0.281562 0.8908 0.8564 0.1887 6.571340 6.003774
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% -1.237316 -1.277326 -0.962717 0.275358 -0.708854 0.319312 -0.898004 -0.742727 0.8597 0.8490 0.4672 0.000000 0.000000
2459501 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.207433 -1.229522 -1.036920 0.588314 0.932793 -0.459508 -0.545091 -0.727689 0.0878 0.1256 0.0150 0.000000 0.000000
2459500 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.022085 -1.649681 -0.823995 0.251707 -0.569859 0.204064 -0.715559 -0.762104 0.0963 0.1264 0.0164 0.000000 0.000000
2459499 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.123522 -1.651621 -0.674544 0.136415 -0.639846 -0.076723 -0.634504 -0.659014 0.0781 0.1317 0.0071 0.000000 0.000000
2459498 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.354447 -1.197837 -0.993147 0.340971 -0.566997 0.215206 -0.243527 -0.344692 0.0991 0.1297 0.0167 0.000000 0.000000
2459497 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.475898 -0.842234 -0.858380 0.603459 -0.872194 0.236722 -0.780545 -0.646129 0.0922 0.1047 0.0119 0.000000 0.000000
2459496 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.673386 -1.515566 -0.830707 0.321769 -1.110106 0.182034 -0.814094 -0.674118 0.1237 0.1428 0.0212 0.000000 0.000000
2459495 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.193826 -1.273851 -0.752696 0.348363 -0.909756 0.196706 -0.855398 -0.737969 0.1321 0.1410 0.0208 0.000000 0.000000
2459494 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.921131 -1.486882 -0.550659 0.221791 -0.914251 -0.200891 -0.060133 -0.286960 0.1092 0.1365 0.0216 0.000000 0.000000
2459492 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% -1.160185 -1.323571 -0.089502 0.688311 1.352541 0.009928 -0.705099 -1.504435 0.7610 0.7987 0.3420 0.207186 0.211410
2459491 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% -1.624381 -1.059304 0.170260 0.511003 -0.503976 -1.114013 -1.425314 -1.478219 0.8001 0.8150 0.2676 0.886698 0.796465
2459490 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% -0.957097 -0.862826 0.399026 0.672901 0.548264 -0.353804 -1.204210 -1.202390 0.7484 0.7944 0.3778 2.162395 1.998562
2459489 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% -1.109919 -1.397840 0.068207 0.505971 0.180937 -0.850779 -0.540502 -0.871353 0.7692 0.8027 0.3154 1.964440 1.856727
2459488 digital_ok 0.00% 0.00% 0.00% 0.00% 85.71% 0.00% -0.901198 -1.477575 -0.207828 0.683908 0.031659 -0.628846 -0.828324 -0.417693 0.7695 0.8049 0.3539 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 29: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Discontinuties 1.429997 -0.856710 -1.803726 0.278473 -0.363546 -0.317352 -0.341996 1.429997 -0.303807

Antenna 29: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Discontinuties 0.348729 -0.913621 -1.880983 0.184342 -0.173108 0.047559 -0.785233 0.348729 -0.160209

Antenna 29: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Discontinuties 6.234013 -2.000887 -0.663992 -0.452625 -0.482939 -0.012549 0.653259 6.234013 5.990923

Antenna 29: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Discontinuties 1.320963 -0.812560 -1.613717 -0.132214 0.658581 -0.510037 0.474093 1.320963 -0.901876

Antenna 29: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Power 1.547770 -0.761395 -1.047241 -0.778062 1.547770 -1.254118 -1.054727 0.438571 -0.576333

Antenna 29: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Power 0.937673 -1.686392 -0.521904 0.937673 -0.888162 -0.442082 -0.583312 -0.976061 -0.539960

Antenna 29: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Discontinuties 0.568631 -0.669099 -1.256925 -0.760476 0.140446 -0.340073 -0.715838 0.568631 -0.859050

Antenna 29: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Power 0.193023 -1.087081 -0.839568 -0.787408 0.193023 -0.290217 -0.888744 -0.028054 -0.867027

Antenna 29: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Variability 0.405543 -1.132956 -0.377296 -0.911700 -0.248803 -0.605554 0.405543 -0.696411 0.021273

Antenna 29: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Power 0.089088 -0.715546 -0.520492 -0.678495 0.089088 -0.363806 -1.420396 -0.338271 -0.564840

Antenna 29: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Discontinuties 0.263418 -0.431354 -0.203733 -0.342641 -1.280866 -0.569500 -0.848232 -0.836954 0.263418

Antenna 29: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability -0.170866 -0.657245 -1.007184 -0.979885 -0.299774 -0.944841 -0.170866 -0.531626 -0.235396

Antenna 29: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Discontinuties 0.122908 -0.284692 -0.796784 -0.152918 -0.267379 -0.148566 -0.069821 0.122908 -0.246005

Antenna 29: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Discontinuties 1.010462 -0.727853 -0.932843 -0.878567 -0.298455 -0.778560 -0.295177 1.010462 -0.567203

Antenna 29: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 0.271043 -0.813459 -1.001146 -0.914500 -0.609487 -1.049448 0.271043 0.192127 -0.313651

Antenna 29: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Discontinuties 0.184420 -0.839583 -0.549866 -0.636558 -0.885577 -0.624229 -1.061446 -0.402074 0.184420

Antenna 29: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 0.519573 -0.672486 -0.329455 -0.170948 -0.137110 0.519573 -0.388342 -0.036103 -0.145776

Antenna 29: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 0.329400 -0.420220 -0.710796 -0.165706 -0.074634 -0.638630 0.329400 -0.062607 -0.148516

Antenna 29: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Discontinuties 0.018484 -0.504865 -0.921577 -1.012436 -0.442774 -1.196459 -0.827947 0.018484 0.014587

Antenna 29: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Discontinuties 2.090993 -0.447634 -0.504094 0.093023 -0.712144 0.059401 -0.149630 1.849201 2.090993

Antenna 29: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Discontinuties 0.533884 -0.574628 -0.657342 -0.680382 0.031398 -0.003624 -0.583324 0.533884 0.180421

Antenna 29: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Discontinuties 1.027638 -0.861294 -1.118732 -0.791824 -0.924817 -0.024958 -0.808776 0.475435 1.027638

Antenna 29: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Discontinuties -0.551094 -1.188818 -1.228368 -0.853484 -0.970115 -1.109031 -0.933880 -0.607063 -0.551094

Antenna 29: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability -0.316203 -1.293502 -0.922816 -0.892499 -1.039324 -0.316203 -0.908475 -0.752234 -0.511404

Antenna 29: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability -0.022465 -1.218801 -1.061970 -0.922544 -0.770718 -0.022465 -0.604206 -1.105905 -0.896348

Antenna 29: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Discontinuties -0.520965 -0.870839 -1.438248 -0.890936 -0.924815 -0.755530 -1.129173 -0.985041 -0.520965

Antenna 29: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Power 0.611164 -0.845653 -0.621985 -0.629007 0.611164 -1.097643 -0.545628 -0.748335 -1.073566

Antenna 29: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability -0.298754 -1.349669 -1.123692 -0.840386 -1.023051 -0.298754 -1.034899 -0.705022 -0.850117

Antenna 29: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 2.109008 -0.384254 0.555182 0.042345 0.396566 2.109008 0.615834 0.032565 -1.455202

Antenna 29: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 3.087984 -0.382441 0.625464 0.012218 0.570430 3.087984 -1.145216 0.867512 -1.183056

Antenna 29: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 1.154881 -1.112704 -0.880055 -0.422957 0.684437 1.154881 -0.449898 -0.451673 -0.697267

Antenna 29: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Discontinuties -0.512055 -0.852873 -1.118832 -0.886195 -0.891564 -0.953619 -1.001647 -0.761486 -0.512055

Antenna 29: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 3.111512 0.570957 -0.589710 0.596731 0.248286 -0.152937 3.111512 -0.809612 0.548010

Antenna 29: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Shape 0.568559 0.568559 -0.467915 0.548027 0.088673 -0.580873 -0.372964 -1.266693 0.268757

Antenna 29: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Shape 0.656132 0.656132 -0.370429 0.459245 0.320300 -0.282881 -0.080599 -1.253373 0.029756

Antenna 29: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Variability 0.520305 -0.713804 -0.866299 0.059230 -0.283831 0.520305 -1.457000 -0.858702 -0.611616

Antenna 29: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Power 0.521072 -0.621963 0.329418 0.112440 0.521072 0.228763 -0.941053 0.030539 -1.195131

Antenna 29: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Power 0.339381 0.065006 -1.011204 0.339381 -0.270084 0.290238 -0.109037 -0.687586 -0.297416

Antenna 29: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Discontinuties 0.840612 0.062716 -0.759126 0.284713 -0.140891 -0.691169 0.171284 -1.044754 0.840612

Antenna 29: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 0.471563 0.313043 -0.495718 0.320210 -0.054957 -0.620577 0.471563 -1.228417 0.255845

Antenna 29: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Power 0.143607 0.074659 -0.758309 0.143607 -0.136496 -0.874834 -0.325897 -1.110046 0.117636

Antenna 29: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Power 0.468144 -1.103147 -0.409397 -0.653756 0.468144 -1.027335 -0.000073 -0.683156 -1.411405

Antenna 29: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 1.437472 -0.775189 -0.085520 -0.116296 0.202710 1.437472 0.200934 -0.377635 -1.204169

Antenna 29: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 0.337121 -0.013869 -0.741747 0.224099 0.001584 0.205616 0.337121 -0.898211 0.005791

Antenna 29: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 5.459593 -0.619584 0.315951 0.054927 0.293360 5.459593 -0.017109 0.980614 -0.344756

Antenna 29: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Discontinuties 0.494838 -0.461418 0.417083 -0.286239 0.006538 0.157420 -0.556071 0.494838 -0.695493

Antenna 29: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 1.504396 -0.732884 0.163891 -0.024023 0.335080 1.504396 -0.632222 0.880969 -0.841381

Antenna 29: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Power 0.557553 -0.856864 -0.377099 -0.013240 0.557553 -0.831815 0.139823 -0.726540 -1.300310

Antenna 29: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Discontinuties 0.658610 0.319552 -0.769497 0.532146 0.068195 -0.803891 0.325333 -0.588358 0.658610

Antenna 29: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Power 0.893356 -0.380415 -1.006381 0.893356 -0.374780 -0.365431 -1.251272 -1.620697 -0.911791

Antenna 29: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Shape 0.458571 0.458571 -0.214267 0.044009 -0.332875 -1.047629 0.187123 -0.907574 -0.198316

Antenna 29: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 1.427864 0.614207 -0.034415 0.452771 -0.151181 -0.878872 1.427864 -0.849200 -0.174937

Antenna 29: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Power 0.361265 -0.982427 -0.792554 -0.020096 0.361265 -0.778107 0.113104 -0.814329 -0.886886

Antenna 29: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Shape 0.739981 0.739981 0.734227 -1.257451 -1.522068 -1.405599 -1.415485 0.515351 -0.073416

Antenna 29: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Shape 0.546070 0.546070 -0.024907 0.392254 -0.133481 -1.093482 -0.004742 -0.858228 -0.172712

Antenna 29: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 0.611289 0.466170 -0.441778 0.326728 -0.438497 -0.818774 0.611289 -0.672158 0.443146

Antenna 29: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Power 0.812773 0.622195 -0.044404 0.812773 -0.119829 -0.357155 -0.693960 -1.659622 -0.023513

Antenna 29: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Power 0.259340 -1.563192 -1.237026 -0.276527 0.259340 -0.569708 -0.942022 -0.445827 -0.116382

Antenna 29: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Variability 0.539091 -1.226961 -1.499055 -0.521976 -0.849073 -1.397318 0.539091 -0.177865 -0.324406

Antenna 29: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Discontinuties 317.510342 86.681934 86.681934 76.948327 76.948327 80.483240 80.483240 317.510342 317.510342

Antenna 29: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 N01 digital_ok ee Temporal Discontinuties 863.944984 256.807998 256.807998 254.804328 254.804328 261.868637 261.868637 863.944984 863.944984

Antenna 29: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 N01 digital_ok nn Temporal Variability 1.567717 -0.881676 -1.284623 -0.044366 -0.152141 1.567717 -0.972210 -1.226984 -1.284587

Antenna 29: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok ee Temporal Variability 0.673241 -0.633673 -0.359293 0.346467 0.191367 0.673241 0.073684 -0.057578 0.454171

Antenna 29: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Power 0.333752 -0.917840 0.298001 -0.775331 0.333752 -0.815486 -0.095445 -0.905094 0.120424

Antenna 29: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Discontinuties 2.231639 -1.174908 -1.128805 -0.119268 0.285958 0.031486 -0.408117 -0.493862 2.231639

Antenna 29: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Discontinuties 1.104879 -1.438751 -0.787243 -0.937648 0.273960 -0.408507 -0.424308 -0.441595 1.104879

Antenna 29: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 29: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Discontinuties 1.547874 -0.716125 -0.909201 0.046210 0.191983 1.079157 1.428175 1.547874 -0.517352

Antenna 29: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Discontinuties 0.940977 -0.964400 -1.166439 -0.226200 -0.610233 -0.940682 0.163474 0.940977 -1.014014

Antenna 29: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Discontinuties 1.660706 -0.642723 -0.914410 -0.232307 -0.649349 -0.282893 0.220230 1.660706 -0.933958

Antenna 29: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok ee Temporal Variability 0.363471 -1.259512 -1.004774 -0.242176 -0.040821 0.363471 0.020266 -1.253636 0.341389

Antenna 29: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Power 0.823088 -0.545021 -0.972015 0.823088 -0.139853 -0.354808 -0.005968 0.275708 -1.211503

Antenna 29: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok ee Temporal Variability 1.649541 -0.757527 -0.405933 -0.055156 -0.026652 1.649541 1.513763 -1.117909 0.410041

Antenna 29: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 29: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Variability 0.147416 -0.802276 -0.174984 0.109298 0.020668 -1.108628 0.147416 -1.147647 0.012686

Antenna 29: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Discontinuties 1.409335 -0.795274 -1.103080 0.133541 0.063923 0.123317 0.038741 1.409335 -0.857595

Antenna 29: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Discontinuties 0.295695 -0.258912 -1.334925 -0.235136 -0.007532 -0.028014 -0.609292 0.295695 -0.916614

Antenna 29: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 29: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 1 digital_ok ee Power 22.339600 10.231524 13.012877 18.077365 22.339600 -0.024840 5.762670 1.748703 2.013485

Antenna 29: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Variability 0.255328 -0.984976 -0.400085 0.002920 0.067726 -0.761263 0.255328 -2.072954 0.187991

Antenna 29: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Discontinuties 1.558842 -1.299518 -0.643169 -0.039119 -0.309755 0.077031 -0.763074 -0.719300 1.558842

Antenna 29: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Variability 1.682208 0.000316 -0.077103 1.376237 0.985967 1.122313 1.682208 -0.453096 0.188425

Antenna 29: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Discontinuties 0.917721 -0.095580 -1.093018 0.260557 0.094052 0.239759 -0.660000 0.917721 -0.940793

Antenna 29: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok ee Temporal Variability 2.977770 -0.306712 -1.172771 -0.559679 -0.742149 2.977770 0.868465 -0.117390 0.702986

Antenna 29: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 1 digital_ok ee Power -0.022860 -0.078842 -0.966095 -0.228421 -0.022860 -0.061847 -0.726869 -0.283089 -1.186605

Antenna 29: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Discontinuties 0.719619 -0.787611 -0.309606 0.130305 -0.141662 -0.645473 -0.283665 -0.951980 0.719619

Antenna 29: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
29 1 digital_ok nn Temporal Discontinuties 1.633176 -0.212585 -0.772052 -0.431081 0.097439 -0.315850 -0.701267 1.633176 -0.989801